characterization-workflow-orchestrator

name	characterization-workflow-orchestrator
description	Workflow automation skill for orchestrating multi-technique characterization sequences
allowed-tools	["Read","Write","Glob","Grep","Bash"]
metadata	{"specialization":"nanotechnology","domain":"science","category":"infrastructure-quality","priority":"high","phase":6,"tools-libraries":["Workflow engines","Instrument integration APIs"]}
graph	{"domains":["domain:nanotechnology"],"skillAreas":["skill-area:mathematical-reasoning","skill-area:physics-simulation","skill-area:data-analysis"],"workflows":["workflow:experiment-design"],"roles":["role:research-engineer"]}

Characterization Workflow Orchestrator

Purpose

The Characterization Workflow Orchestrator skill provides automated coordination of multi-technique characterization campaigns, enabling efficient sample throughput, data correlation, and comprehensive reporting.

Capabilities

• Characterization sequence planning
• Sample routing optimization
• Data aggregation and correlation
• Report generation
• Quality gate enforcement
• Instrument scheduling

Usage Guidelines

Workflow Orchestration

1. Sequence Planning

   • Define required techniques
   • Order for sample compatibility
   • Allocate instrument time

2. Execution Management

   • Track sample progress
   • Handle technique failures
   • Route to next steps

3. Data Integration

   • Aggregate results
   • Correlate across techniques
   • Generate reports

Process Integration

• Multi-Modal Nanomaterial Characterization Pipeline
• Structure-Property Correlation Analysis

Input Schema

{
  "sample_id": "string",
  "characterization_goals": ["size", "composition", "structure", "surface"],
  "techniques_required": ["TEM", "XRD", "XPS", "DLS"],
  "priority": "routine|urgent",
  "turnaround_target": "number (days)"
}

Output Schema

{
  "workflow": {
    "id": "string",
    "status": "planned|in_progress|completed",
    "sequence": [{
      "step": "number",
      "technique": "string",
      "instrument": "string",
      "scheduled_time": "string"
    }]
  },
  "progress": {
    "completed": "number",
    "total": "number",
    "current_step": "string"
  },
  "integrated_results": {
    "summary": "string",